Romeo Valentin

According to our database, Romeo Valentin authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Mechanistic Interpretability for Learning Assurance of a Vision-Based Landing System.

Romeo Valentin, Olivia Beyer Bruvik, Marc R. Schlichting, Mykel J. Kochenderfer

CoRR, May, 2026

Recipes for Calibration Checks in Safety-Critical Applications.

Romeo Valentin

CoRR, April, 2026

2025

Predictive Uncertainty for Runtime Assurance of a Real-Time Computer Vision-Based Landing System.

Romeo Valentin, Sydney M. Katz, Artur B. Carneiro, Don Walker, Mykel J. Kochenderfer

CoRR, August, 2025

DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces.

Romeo Valentin, Sydney M. Katz, Vincent Vanhoucke, Mykel J. Kochenderfer

CoRR, May, 2025

2024

Probabilistic Parameter Estimators and Calibration Metrics for Pose Estimation from Image Features.

Romeo Valentin, Sydney M. Katz, Joonghyun Lee, Don Walker, Matthew Sorgenfrei, Mykel J. Kochenderfer

CoRR, 2024

Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection.

Romeo Valentin

CoRR, 2024

2023

A Holistic Assessment of the Reliability of Machine Learning Systems.

Anthony Corso, David Karamadian, Romeo Valentin, Mary Cooper, Mykel J. Kochenderfer

CoRR, 2023

2022

Instance-wise algorithm configuration with graph neural networks.

Romeo Valentin, Claudio Ferrari, Jérémy Scheurer, Andisheh Amrollahi, Chris Wendler, Max B. Paulus

CoRR, 2022